Surgical Treatment of Cervical Myeloradiculopathy Associated with Movement Disorders
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: Movement disorders may be associated with advanced cervical myeloradiculopathy, which represents a major management challenge. We report on eight patients with movement disorders causing progressive cervical myeloradiculopathy who were treated successfully by cervical decompression and reconstruction. RESULTS: The mean age of our patients was 44 years with a male/female ratio of 3:1. The average duration of symptoms prior to presentation was 10 months. The most common levels decompressed and reconstructed were C3-C4 and C4-C5. Six cases showed improvement, and two cases showed stabilization of neurologic status at a mean follow-up of 21 months. Our management strategy and results are interpreted in the context of a systematic review of the literature in which 78 cases are reported. CONCLUSIONS: Movement disorders cause premature cervical spondylosis most commonly involving the C3-C4 and C4-C5 levels. Ventral pathology with kyphotic angulation requires corpectomy or discectomy with or without posterior decompression and reconstruction. Decompression should always be combined with segmental internal fixation. Perioperative use of botulinum toxin and halo vest immobilization can increase the rate of clinical success but requires vigilance to minimize complications. Laminectomy with lateral mass fixation may be used successfully in the absence of kyphotic deformity.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it